Brief comparisons of number of whole brain neurons (top) and cerebral cortex neurons (bottom) among six mammals.
The following are two lists of animals ordered by the size of their nervous system. The first list shows number of neurons in their entire nervous system. The second list shows the number of neurons in the structure that has been found to be representative of animal intelligence.[1] The human brain contains 86 billion neurons, with 16 billion neurons in the cerebral cortex.[2][1]
Neuron counts constitute an important source of insight on the topic of neuroscience and intelligence: the question of how the evolution of a set of components and parameters (~1011 neurons, ~1014 synapses) of a complex system leads to the phenomenon of intelligence.[3]
Proxies for animal intelligence have varied over the centuries. One early suggestion was brain size (or weight, which provides the same ordering.) A second proposal was brain-to-body-mass ratio, and a third was encephalization quotient, sometimes referred to as EQ. The current best predictor is number of neurons in the forebrain, based on Herculano-Houzel's improved neuron counts.[1] This accounts for variation in the number of neurons in the rest of the brain, for which no link to intelligence has been established. Elephants, for example, have an exceptionally large cerebellum, while birds make do with a much smaller one.
Differing methods have been used to count neurons, and these may differ in degree of reliability. The primary methods are the optical fractionator, an application of stereology and the isotropic fractionator, a recent methodological innovation. Most numbers in the list are the result of studies using the newer isotropic fractionator.[1][40][29][44][45][47][48][49][50][55][56][57][59][60][62][64] A variation of the optical fractionator was responsible for the previous total human brain neuron count of 100,000,000,000 neurons, which has been revised down to 86,000,000,000 by the use of the isotropic fractionator. This is in part why it may be considered to be less reliable. Finally, some numbers are the result of estimations based on correlations observed between number of cortical neurons and brain mass within closely related taxa.
The following table gives information on the number of neurons estimated to be in the sensory-associative structure: the cerebral cortex (aka pallium) for mammals, the dorsal ventricular ridge ("DVR" or "hypopallium") of the pallium for birds, and the corpora pedunculata ("mushroom bodies") for insects.
Common name
Average number of sensory-associative structure neurons[a]
^For the estimated values, the numbers of cortical neurons estimated from brain mass for different mammalian and bird orders are based on correlation observed between number of cortical neuron and brain mass per order[43]
^Ryan K, Lu Z, Meinertzhagen IA (March 2018). "The peripheral nervous system of the ascidian tadpole larva: Types of neurons and their synaptic networks". The Journal of Comparative Neurology. 526 (4): 583–608. doi:10.1002/cne.24353. PMID29124768. S2CID20052591.
^Garm A, Poussart Y, Parkefelt L, Ekström P, Nilsson DE (July 2007). "The ring nerve of the box jellyfish Tripedalia cystophora". Cell and Tissue Research. 329 (1): 147–57. doi:10.1007/s00441-007-0393-7. PMID17340150. S2CID26982210.
^Kuffler SW, Potter DD (March 1964). "Glia in the Leech Central Nervous System: Physiological Properties and Neuron-Glia Relationship". Journal of Neurophysiology. 27 (2): 290–320. doi:10.1152/jn.1964.27.2.290. PMID14129773.
^Cash D, Carew TJ (January 1989). "A quantitative analysis of the development of the central nervous system in juvenile Aplysia californica". Journal of Neurobiology. 20 (1): 25–47. doi:10.1002/neu.480200104. PMID2921607.
^Babu KS, Barth FG (1984). "Neuroanatomy of the central nervous system of the wandering spider, Cupiennius salei (Arachnida, Araneida)". Zoomorphology. 104 (6): 344–359. doi:10.1007/BF00312185. S2CID23710492.
^ abcdefghijklmnopqrstuvwxyzHerculano-Houzel S, da Cunha FB, Reed JL, Kaswera-Kyamakya C, Gillissen E, Manger PR (December 2020). "Microchiropterans have a diminutive cerebral cortex, not an enlarged cerebellum, compared to megachiropterans and other mammals". The Journal of Comparative Neurology. 528 (17): 2978–2993. doi:10.1002/cne.24985. PMID32656795. S2CID220499352.
^ abNgwenya A, Patzke N, Manger PR, Herculano-Houzel S (2016). "Continued Growth of the Central Nervous System without Mandatory Addition of Neurons in the Nile Crocodile (Crocodylus niloticus)". Brain, Behavior and Evolution. 87 (1): 19–38. doi:10.1159/000443201. PMID26914769. S2CID5353731.
^Ananthanarayanan R, Esser SK, Simon HD, Modha DS (2009). "The cat is out of the bag: cortical simulations with 109 neurons, 1013 synapses". Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis - SC '09. pp. 1–12. doi:10.1145/1654059.1654124. ISBN978-1-60558-744-8. S2CID6110450.
^ abcAzevedo FA, Carvalho LR, Grinberg LT, Farfel JM, Ferretti RE, Leite RE, et al. (April 2009). "Equal numbers of neuronal and nonneuronal cells make the human brain an isometrically scaled-up primate brain". The Journal of Comparative Neurology. 513 (5): 532–41. doi:10.1002/cne.21974. PMID19226510. S2CID5200449.
^Tower DB (August 1954). "Structural and functional organization of mammalian cerebral cortex; the correlation of neurone density with brain size; cortical neurone density in the fin whale (Balaenoptera physalus L.) with a note on the cortical neurone density in the Indian elephant". The Journal of Comparative Neurology. 101 (1): 19–51. doi:10.1002/cne.901010103. PMID13211853. S2CID10396499.
^ abcdefghijklmnopqrstuvwxHerculano-Houzel S (July 2019). "Longevity and sexual maturity vary across species with number of cortical neurons, and humans are no exception". The Journal of Comparative Neurology. 527 (10): 1689–1705. doi:10.1002/cne.24564. PMID30350858. S2CID53033539.
^Haug H (October 1987). "Brain sizes, surfaces, and neuronal sizes of the cortex cerebri: a stereological investigation of man and his variability and a comparison with some mammals (primates, whales, marsupials, insectivores, and one elephant)". The American Journal of Anatomy. 180 (2): 126–42. doi:10.1002/aja.1001800203. PMID3673918.
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